AI needs product context

Manuel Caicedo

Project context, a shared Copilot gateway, and human review turn AI into an engineering aid.

Software Engineering Oct 18, 2026 0 3 Add to Reading List

Read video transcript

Combine a question with relevant project context.

Route AI requests through a shared Copilot service.

Engineers remain responsible for validating AI output.

Project context, a shared Copilot gateway, and human review turn AI into an engineering aid.

A 12-second silent visual guide from Architecture in Practice.

Transcript

START WITH CONTEXT: Combine a question with relevant project context.
USE ONE GATEWAY: Route AI requests through a shared Copilot service.
KEEP HUMAN REVIEW: Engineers remain responsible for validating AI output.

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Manuel Caicedo

Welcome to my personal blog! I've designed this space to reflect the diverse areas of my personal and professional interests. Much like how the PMI organizes knowledge areas for the PMP certification, I’ve structured the site to showcase the various domains that represent my 20+ years of experience as an Electrical and Software Engineer. Here, you’ll find insights into Product Management, Project Management, Electrical and Software Engineering, Robotics, and Education—each area a testament to my passion and dedication. For those who have worked alongside me, you know how deeply invested I am in these subjects. This blog also serves as a platform for sharing my thoughts, opinions, and curiosity about the latest trends and technological advances in the fields where I’ve made my mark. As a Subject Matter Expert (SME), I’m always driven to stay informed and eager to explore new developments in these dynamic industries. Thank you for visiting my blog. I hope you find the articles both informative and inspiring! —Manuel Caicedo

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